Zobrazeno 1 - 10
of 5 294
pro vyhledávání: '"A Bybee"'
Autor:
Kymn, Christopher J., Kleyko, Denis, Frady, E. Paxon, Bybee, Connor, Kanerva, Pentti, Sommer, Friedrich T., Olshausen, Bruno A.
We introduce Residue Hyperdimensional Computing, a computing framework that unifies residue number systems with an algebra defined over random, high-dimensional vectors. We show how residue numbers can be represented as high-dimensional vectors in a
Externí odkaz:
http://arxiv.org/abs/2311.04872
Autor:
Kleyko, Denis, Bybee, Connor, Huang, Ping-Chen, Kymn, Christopher J., Olshausen, Bruno A., Frady, E. Paxon, Sommer, Friedrich T.
Publikováno v:
Neural Computation, 2023
We investigate the task of retrieving information from compositional distributed representations formed by Hyperdimensional Computing/Vector Symbolic Architectures and present novel techniques which achieve new information rate bounds. First, we prov
Externí odkaz:
http://arxiv.org/abs/2305.16873
Autor:
Bybee, Leland
I introduce a survey of economic expectations formed by querying a large language model (LLM)'s expectations of various financial and macroeconomic variables based on a sample of news articles from the Wall Street Journal between 1984 and 2021. I fin
Externí odkaz:
http://arxiv.org/abs/2305.02823
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Estimating population changes of bats is important for their conservation. Population estimates of hibernating bats are often calculated by researchers entering hibernacula to count bats; however, the disturbance caused by these surveys can
Externí odkaz:
https://doaj.org/article/c5d352e462374e60bccfb0f25afa595b
Autor:
Bybee, Connor, Kleyko, Denis, Nikonov, Dmitri E., Khosrowshahi, Amir, Olshausen, Bruno A., Sommer, Friedrich T.
A prominent approach to solving combinatorial optimization problems on parallel hardware is Ising machines, i.e., hardware implementations of networks of interacting binary spin variables. Most Ising machines leverage second-order interactions althou
Externí odkaz:
http://arxiv.org/abs/2212.03426
An open problem in neuroscience is to explain the functional role of oscillations in neural networks, contributing, for example, to perception, attention, and memory. Cross-frequency coupling (CFC) is associated with information integration across po
Externí odkaz:
http://arxiv.org/abs/2204.07163
Spiking Neural Networks (SNNs) have attracted the attention of the deep learning community for use in low-latency, low-power neuromorphic hardware, as well as models for understanding neuroscience. In this paper, we introduce Spiking Phasor Neural Ne
Externí odkaz:
http://arxiv.org/abs/2204.00507
Publikováno v:
PEC Innovation, Vol 4, Iss , Pp 100286- (2024)
Objective: Investigators should return study results to patients and families facing cancer to honor their research contributions. We created a found poem from transcripts of sexual and gender minority (SGM) couples facing cancer and returned it to s
Externí odkaz:
https://doaj.org/article/2915a512485e4f019340ef741bf64379
Autor:
Sara G. Bybee, PhD, Nasser Sharareh, PhD, Jia-Wen Guo, PhD, Brenda Luther, PhD, Ernest Grigorian, BS, Ching-Yu Wang, MSN, Bob Wong, PhD, Andrea S. Wallace, PhD
Publikováno v:
AJPM Focus, Vol 3, Iss 2, Pp 100189- (2024)
Introduction: Although health systems increasingly integrate social needs screening and referrals into routine care, the effectiveness of these interventions and for whom they work remains unclear. Methods: Patients (N=4,608) seen in the emergency de
Externí odkaz:
https://doaj.org/article/786c34afe2da45c98d02003fff56213d
Autor:
Kleyko, Denis, Bybee, Connor, Kymn, Christopher J., Olshausen, Bruno A., Khosrowshahi, Amir, Nikonov, Dmitri E., Sommer, Friedrich T., Frady, E. Paxon
Publikováno v:
NICE 2022: Neuro-Inspired Computational Elements Conference
In this paper, we present an approach to integer factorization using distributed representations formed with Vector Symbolic Architectures. The approach formulates integer factorization in a manner such that it can be solved using neural networks and
Externí odkaz:
http://arxiv.org/abs/2203.00920